Locations

Column

Distribution of Job Advertisements

Column

Composition of job advertisements by contries

Overview

Row

Job Title

Company Locations

row

Education Qualifications

Knowledge Base

Software and skills

Software Skills needed for each Job Category

Statistical software/ Database software/ Query languages

Column

Top Statistical Software

Column

Database software and Query languages

Salary - LKR

Row

Chart A: Salary Distribtion

Chart B: Violin plot of Experience and Salary

Row

Chart C: Violin plot of Salary and Job Category

Chart D: Violin plot of Salary and Country

Salary - USD

Row

Chart A: Salary Distribtion

Chart B: Violin plot of Experience and Salary

Row

Chart C: Violin plot of Salary and Job Category

Chart D: Violin plot of Salary and Country

English Profeciency

Column

Chart A

Knowledge and Skills

Column

Barchart for Knowledge and Skills

Column {data-width=350}

Knowledge by Job category

Skills by Job Category

Experience

Column

Number of jobs by Experience Catergories

Column {data-width=300}

Distribution of Minimum Experience by Education Catergory

# A tibble: 6 x 2
  Edu_Category no_row
  <fct>         <int>
1 Other            25
2 Some Degree      90
3 Min_Bsc         147
4 Min_Master       58
5 Phd              17
6 <NA>             93
# A tibble: 147 x 115
      ID Consultant DateRetrieved DatePublished Job_title Company R     SAS  
   <int> <chr>      <date>        <date>        <chr>     <chr>   <fct> <fct>
 1     5 Jayani     2020-08-07    2020-07-24    DA-Data … E.D. B… 0     1    
 2    10 Jayani     2020-08-12    2020-08-11    Associat… Phrees… 1     0    
 3    12 Jayani     2020-08-13    2020-08-13    Data Ana… EPCOR … 0     0    
 4    15 Jayani     2020-08-13    2020-08-13    Lead Dig… Nation… 0     0    
 5    19 Jayani     2020-08-13    2020-08-13    Data Ana… Univer… 0     1    
 6    23 Jayani     2020-08-13    2020-08-13    Data Sci… Teleno… 1     0    
 7    27 Jayani     2020-08-13    2020-08-13    Smart Ma… Micron… 0     0    
 8    39 Jayani     2020-08-13    2020-08-13    Assistan… UNILEV… 1     1    
 9    55 Thimani    2020-08-07    2020-07-22    Data Sci… Amazon  1     1    
10    56 Thimani    2020-08-07    2020-07-31    Data Sci… Brilli… 1     1    
# … with 137 more rows, and 107 more variables: SPSS <fct>, Python <fct>,
#   MAtlab <fct>, Scala <fct>, C_Sharp <fct>, MS_Word <fct>, Ms_Excel <fct>,
#   OLE_DB <fct>, Ms_Access <fct>, Ms_PowerPoint <fct>, Spreadsheets <fct>,
#   Data_visualization <fct>, Presentation_Skills <fct>, Communication <fct>,
#   BigData <fct>, Data_warehouse <fct>, cloud_storage <fct>,
#   Google_Cloud <fct>, AWS <fct>, Machine_Learning <fct>, Deep_Learning <fct>,
#   Computer_vision <fct>, Java <fct>, Cpp <fct>, C <fct>, Linux_Unix <fct>,
#   SQL <fct>, NoSQL <fct>, RDBMS <fct>, Oracle <fct>, MySQL <fct>, PHP <fct>,
#   Flash_Actionscript <fct>, SPL <fct>,
#   web_design_and_development_tools <fct>, Wordpress <fct>, AI <fct>,
#   `Natural_Language_Processing(NLP)` <fct>, Microsoft_Power_BI <fct>,
#   Google_Analytics <fct>, graphics_and_design_skills <fct>,
#   Data_marketing <fct>, SEO <fct>, Content_Management <fct>, Tableau <fct>,
#   D3 <fct>, Alteryx <fct>, KNIME <fct>, Spotfire <fct>, Spark <fct>,
#   S3 <fct>, Redshift <fct>, DigitalOcean <fct>, Javascript <fct>,
#   Kafka <fct>, Storm <fct>, Bash <fct>, Hadoop <fct>, Data_Pipelines <fct>,
#   MPP_Platforms <fct>, Qlik <fct>, Pig <fct>, Hive <fct>, Tensorflow <fct>,
#   Map_Reduce <fct>, Impala <fct>, Solr <fct>, Teradata <fct>, MongoDB <fct>,
#   Elasticsearch <fct>, YOLO <fct>, agile_execution <fct>,
#   Data_management <fct>, pyspark <fct>, Data_mining <fct>,
#   Data_science <fct>, Web_Analytic_tools <fct>, IOT <fct>,
#   Numerical_Analysis <fct>, Economic <fct>, Finance_Knowledge <fct>,
#   Investment_Knowledge <fct>, Problem_Solving <fct>, Korean_language <fct>,
#   Bash_Linux_Scripting <fct>, Team_Handling <fct>,
#   Debtor_reconcilation <fct>, Payroll_management <fct>, Bayesian <fct>,
#   Optimization <fct>, Bahasa_Malaysia <fct>, Knowledge_in <chr>, City <chr>,
#   Location <chr>, Educational_qualifications <chr>, Salary <chr>,
#   English_proficiency <chr>, URL <chr>, Search_Term <chr>,
#   Job_Category <fct>, …
# A tibble: 4 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                  28
2 Two or less years                      56
3 More than 2 and less than 5 years      49
4 More than 5 and less than 10 years     14
# A tibble: 4 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                  12
2 Two or less years                      24
3 More than 2 and less than 5 years      14
4 More than 5 and less than 10 years      8
# A tibble: 5 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                   7
2 Two or less years                      11
3 More than 2 and less than 5 years       5
4 More than 5 and less than 10 years      1
5 More than 10 years                      1
# A tibble: 4 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                   3
2 Two or less years                       4
3 More than 2 and less than 5 years       7
4 More than 5 and less than 10 years      3
# A tibble: 4 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                  22
2 Two or less years                      37
3 More than 2 and less than 5 years      24
4 More than 5 and less than 10 years      7

Education

# A tibble: 4 x 2
  Job_Category                      no_row
  <fct>                              <int>
1 Data Analyst                          23
2 Data Science                         210
3 Data Science and Data Engineering      8
4 Unimportant                          189
# A tibble: 4 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                   2
2 Two or less years                      10
3 More than 2 and less than 5 years       7
4 More than 5 and less than 10 years      4
# A tibble: 5 x 2
  Experience_Category                no_row
  <fct>                               <int>
1 Unknown or Not needed                  59
2 Two or less years                      63
3 More than 2 and less than 5 years      64
4 More than 5 and less than 10 years     23
5 More than 10 years                      1
# A tibble: 0 x 2
# … with 2 variables: Experience_Category <fct>, no_row <int>
# A tibble: 2 x 2
  Experience_Category               no_row
  <fct>                              <int>
1 Two or less years                      5
2 More than 2 and less than 5 years      3

Job Category

About

Location: Shashini Silva

Overview: Malshan Fernando

Salary - LKR: Chammika De Mel

Salary - USD: Chammika De Mel

English Proficiency - Piumika

Knowledge and Skills - N N Madushani

Experience - P V S N Madushani

Software/ Software skills needed for each job category - Janith Wanniarachchie

Statistical software/ Database software/ Query languages - Jayani Lakshika Piyadigamage

Project coordinator: Dr Thiyanga S Talagala